pgpack-dumper 0.3.3.2

Library for read and write PGPack format between PostgreSQL and file.

PGPackDumper

Library for read and write PGPack format between PostgreSQL and file

Examples

Initialization

from pgpack_dumper import (
    CompressionMethod,
    PGConnector,
    PGPackDumper,
)

connector = PGConnector(
    host = <your host>,
    dbname = <your database>,
    user = <your username>,
    password = <your password>,
    port = <your port>,
)

dumper = PGPackDumper(
    connector=connector,
    compression_method=CompressionMethod.ZSTD,  # or CompressionMethod.LZ4 or CompressionMethod.NONE
)

Read dump from PostgreSQL into file

file_name = "test_table.pgpack"
# you need define one of parameter query or table_name
query = "select ..."  # some sql query
table_name = "public.test_table"  # or some table

with open(file_name, "wb") as fileobj:
    dumper.read_dump(
        fileobj,
        query,
        table_name,
    )

Write dump from file into PostgreSQL

file_name = "test_table.pgpack"
# you need define one of parameter table_name
table_name = "public.test_table"  # some table

with open(file_name, "rb") as fileobj:
    dumper.write_dump(
        fileobj,
        table_name,
    )

Write from PostgreSQL into PostgreSQL

Same server

table_dest = "public.test_table_write"  # some table for write
table_src = "public.test_table_read"  # some table for read
query_src = "select ..."  # or some sql query for read

dumper.write_between(
    table_dest,
    table_src,
    query_src,
)

Different servers

connector_src = PGConnector(
    host = <host src>,
    dbname = <database src>,
    user = <username src>,
    password = <password src>,
    port = <port src>,
)

dumper_src = PGPackDumper(connector=connector_src)

table_dest = "public.test_table_write"  # some table for write
table_src = "public.test_table_read"  # some table for read
query_src = "select ..."  # or some sql query for read

dumper.write_between(
    table_dest,
    table_src,
    query_src,
    dumper_src,
)

Get stream object

# you need define one of parameter query or table_name
query = "select ..."  # some sql query
table_name = "public.test_table"  # or some table
reader = dumper.to_reader(query=query, table_name=table_name)
print(reader)
# <PostgreSQL/GreenPlum stream reader>
# ┌─────────────────┬─────────────────┐
# │ Column Name     │ PostgreSQL Type │
# ╞═════════════════╪═════════════════╡
# │ column1         │ date            │
# │-----------------+-----------------│
# │ column2         │ bpchar          │
# │-----------------+-----------------│
# │ column3         │ bpchar          │
# └─────────────────┴─────────────────┘
# Total columns: 3
# Readed rows: 0

StreamReader has three methods available, but only one of the methods is available at a time within a single session.

# read as python generator object
reader.to_rows()
# or read as pandas.DataFrame
reader.to_pandas()
# or read as polars.DataFrame
reader.to_polars()

Write from python objects into target table

# some table for write data
table_name = "public.test_table"
dtype_data: Itarable[Any]
pandas_frame: pandas.DataFrame
polars_frame: polars.DataFrame

# write from python object
dumper.from_rows(dtype_data, table_name)
# write from pandas.DataFrame
dumper.from_pandas(pandas_frame, table_name)
# write from polars.DataFrame
dumper.from_polars(polars_frame, table_name)

Open PGPack file format

Get info from my another repository https://github.com/0xMihalich/pgpack

Installation

From pip

pip install pgpack-dumper

From local directory

pip install .

From git

pip install git+https://github.com/0xMihalich/pgpack_dumper